stevennitesh

Deliver one explicitly selected bounded ready item through a small, sound implementation and proportionate proof.

Align, build, review, harden, or operate a production or reproducibility-bound machine-learning system across project purpose, data and…

Prototype one bounded design question with a disposable runnable probe; exclude production proof, uncertain defects, and multi-decision…

Use when entering an unfamiliar repo, adopting this skill pack in a repo, resuming work when stale commands/instructions/context matter…

Research one bounded source-answerable question for a caller-owned use.

Inspect or resolve an active conflicted merge, rebase, cherry-pick, revert, or unmerged index.

Simplify one user-selected existing-code target without changing accepted behavior.

Route only an explicit next-skill selection request or a terminal out-of-scope residual packet delegated by another skill.

Test-driven development. Use only when the user explicitly requests TDD, test-first work, or RED-GREEN-REFACTOR, or applicable repository…

Explicitly turn one named settled source into one verified durable parent specification; exclude shaping, ticket slicing, implementation…

Explicitly turn one settled source into the smallest useful dependency-ordered implementation ticket graph and publish it to the…

Sort raw tracker issues and configured external PR or MR intake into one honest disposition or concise handoff, then apply authorized…